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David P. Kreil
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2020 – today
- 2023
- [i6]Moritz Neun, Christian Eichenberger
, Henry Martin
Traffic4cast at NeurIPS 2022 - Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors. CoRR abs/2303.07758 (2023) - 2022
- [j11]Omid Ghorbanzadeh
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c13]Pedram Ghamisi, Omid Ghorbanzadeh, Yonghao Xu, Pedro Herruzo, David P. Kreil, Michael Kopp, Sepp Hochreiter:
The Landslide4Sense Competition 2022. CDCEO@IJCAI 2022: 91 - [c12]Andreas Fürst, Elisabeth Rumetshofer, Johannes Lehner, Viet T. Tran, Fei Tang, Hubert Ramsauer, David P. Kreil, Michael Kopp, Günter Klambauer, Angela Bitto, Sepp Hochreiter:
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP. NeurIPS 2022 - [i5]Christian Eichenberger
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR abs/2203.17070 (2022) - [i4]Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi, Michael Kopp, David P. Kreil:
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection. CoRR abs/2206.00515 (2022) - 2021
- [c11]Pedro Herruzo, Aleksandra Gruca, Llorenç Lliso, Xavier Calbet
High-resolution multi-channel weather forecasting - First insights on transfer learning from the Weather4cast Competitions 2021. IEEE BigData 2021: 5750-5757 - [c10]Aleksandra Gruca, Pedro Herruzo, Pilar Rípodas
CDCEO'21 - First Workshop on Complex Data Challenges in Earth Observation. CIKM 2021: 4878-4879 - [c9]Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Thomas Adler, David P. Kreil, Michael K. Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter:
Hopfield Networks is All You Need. ICLR 2021 - [c8]Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) 2021: 97-112 - [c7]Moritz Neun, Christian Eichenberger, Henry Martin, Markus Spanring, Rahul Siripurapu, Daniel Springer, Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou, Martin Lumiste, Andrei Ilie, Xinhua Wu, Cheng Lyu, Qing-Long Lu, Vishal Mahajan, Yichao Lu, Jiezhang Li, Junjun Li, Yue-Jiao Gong, Florian Grötschla, Joël Mathys, Ye Wei, He Haitao, Hui Fang, Kevin Malm, Fei Tang, Michael Kopp, David P. Kreil, Sepp Hochreiter:
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors. NeurIPS (Competition and Demos) 2021: 251-278 - [c6]Aleksandra Gruca, Federico Serva, Llorenç Lliso, Pilar Rípodas, Xavier Calbet, Pedro Herruzo, Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma, Yang Li, Haiyu Dong, Yury Belousov, Sergey Polezhaev, Brian Pulfer, Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi, Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee, Changick Kim, Taehyeon Kim, Shinhwan Kang, Hyeonjeong Shin, Deukryeol Yoon, Seongha Eom, Kijung Shin, Se-Young Yun, Bertrand Le Saux, Michael K. Kopp, Sepp Hochreiter, David P. Kreil:
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts. NeurIPS (Competition and Demos) 2021: 292-313 - [i3]Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David P. Kreil, Michael Kopp
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP. CoRR abs/2110.11316 (2021) - 2020
- [c5]Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter:
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes. NeurIPS (Competition and Demos) 2020: 325-343 - [i2]Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich
Hopfield Networks is All You Need. CoRR abs/2008.02217 (2020) - [i1]Thomas Adler, Johannes Brandstetter, Michael Widrich
Cross-Domain Few-Shot Learning by Representation Fusion. CoRR abs/2010.06498 (2020)
2010 – 2019
- 2019
- [c4]David P. Kreil, Michael K. Kopp
The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task - Insights from the IARAI Traffic4cast Competition at NeurIPS 2019. NeurIPS (Competition and Demos) 2019: 232-241 - 2013
- [j10]Vincent C. Emeakaroha
Managing and Optimizing Bioinformatics Workflows for Data Analysis in Clouds. J. Grid Comput. 11(3): 407-428 (2013) - 2011
- [j9]Pawel P. Labaj, Germán G. Leparc, Bryan E. Linggi, Lye Meng Markillie, H. Steven Wiley
Characterization and improvement of RNA-Seq precision in quantitative transcript expression profiling. Bioinform. 27(13): 383-391 (2011) - [j8]Peter Sykacek, David P. Kreil, Lisa A. Meadows, Richard P. Auburn, Bettina Fischer, Steven Russell
The impact of quantitative optimization of hybridization conditions on gene expression analysis. BMC Bioinform. 12: 73 (2011) - [j7]Pawel P. Labaj, Peter Sykacek
An analysis of single amino acid repeats as use case for application specific background models. BMC Bioinform. 12: 173 (2011) - [c3]Vincent C. Emeakaroha
Optimizing bioinformatics workflows for data analysis using cloud management techniques. WORKS@SC 2011: 37-46 - 2010
- [j6]Ulrike Mückstein, Germán G. Leparc, Alexandra Posekany, Ivo L. Hofacker
Hybridization thermodynamics of NimbleGen Microarrays. BMC Bioinform. 11: 35 (2010)
2000 – 2009
- 2008
- [j5]Thomas Tüchler, Golda Velez, Alexandra Graf
BibGlimpse: The case for a light-weight reprint manager in distributed literature research. BMC Bioinform. 9 (2008) - 2005
- [j4]David P. Kreil, Roslin Russell:
There is no silver bullet - a guide to low-level data transforms and normalisation methods for microarray data. Briefings Bioinform. 6(1): 86-97 (2005) - 2004
- [j3]David P. Kreil, Natasha A. Karp
DNA microarray normalization methods can remove bias from differential protein expression analysis of 2D difference gel electrophoresis results. Bioinform. 20(13): 2026-2034 (2004) - 2003
- [j2]David P. Kreil, Christos A. Ouzounis
Comparison of sequence masking algorithms and the detection of biased protein sequence regions. Bioinform. 19(13): 1672-1681 (2003) - [c2]David P. Kreil, Richard P. Auburn, Lisa A. Meadows, Steven Russell, Gos Micklem:
Quantitative microarray spot profile optimization: A systematic evaluation of buffer/slide combinations. German Conference on Bioinformatics 2003: 77-81 - 2000
- [j1]Vasilis J. Promponas
CAST: an iterative algorithm for the complexity analysis of sequence tracts. Bioinform. 16(10): 915-922 (2000)
1990 – 1999
- 1999
- [c1]Steffen Möller, Michael J. Wise, David P. Kreil, Michael Schroeder, D. Gilbest, Rolf Apweiler:
Facilitating context-sensitive queries: A tool to rephrase SWISS-PROT. German Conference on Bioinformatics 1999: 216-218
Coauthor Index
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